Proving Inner Product Spaces w/ (1+x^2) Defined on V

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SUMMARY

The discussion centers on proving that the function defined by the inner product (f|g) = ∫02 (1+x2)f(x)g(x)dx on the vector space V = C([0,2],ℝ) satisfies the axioms of an inner product space. The four axioms are confirmed: positivity, symmetry, linearity in the first argument, and homogeneity. The integral's weight (1+x2) ensures that (f|f) is non-negative, thus fulfilling the necessary conditions for an inner product. The discussion also contrasts this with other forms of inner products, highlighting the importance of the weight function in maintaining the properties of inner product spaces.

PREREQUISITES
  • Understanding of inner product spaces in functional analysis
  • Familiarity with integration techniques in calculus
  • Knowledge of continuous functions on closed intervals
  • Concept of weighted integrals and their implications
NEXT STEPS
  • Study the properties of inner product spaces in greater detail
  • Explore the implications of different weight functions in inner products
  • Learn about the role of continuity in function spaces, particularly C([0,2],ℝ)
  • Investigate the differences between various inner product definitions and their applications
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Mathematicians, students of functional analysis, and anyone interested in the properties of inner product spaces and their applications in various fields of mathematics.

Oxymoron
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Define [tex](f|g) = \int_0^2 (1+x^2)f(x)g(x)dx[/tex] on [tex]V = C([0,2],\mathbb{R})[/tex].

Then this is an inner product space because it obeys the four axioms

1. [tex](f|f) = \int_0^2 (1+x^2)f^2(x)dx \geq 0[/tex] since [tex]f^2(x) \geq 0[/tex] for all [tex]x \in [0,2][/tex]

2. [tex](f|g) = \int_0^2 (1+x^2)f(x)g(x)dx = \int_0^2 (1+x^2)g(x)f(x)dx = (g|f)[/tex]

3. [tex](f+g|s) = \int_0^2 (1+x^2)((f(x)+g(x))s(x)dx = \int_0^2(1+x^2)f(x)s(x)dx + \int_0^2(1+x^2)g(x)s(x)dx = (f|s) + (g|s)[/tex]

4. [tex](\lambda f|g) = \int_0^2 \lambda(1+x^2)f(x)g(x)dx = \lambda\int_0^2(1+x^2)f(x)g(x)dx = \lambda(f|g)[/tex]

Further, because [tex]f^2(x) \geq 0[/tex] and [tex]f(x)[/tex] is continuous on [tex][0,2][/tex], it follows that
[tex]\int_0^2f^2(x)dx = 0 \Leftrightarrow f(x) = 0 \forall x \in [0,2][/tex]
This further proves that axiom 1 holds.


My query is, I have only ever had to prove things like
[tex](f|g) = \int_a^b f(x)g(x)dx[/tex]
I don't exactly know what do do with the [tex](1+x^2)[/tex] bit in there.
Can anyone tell me where this comes into the calculations?
 
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Question 2.

I was thinking that
[tex](f|g) = \int_0^2(1-x^2)f(x)g(x)dx[/tex]
is NOT an inner product space because axiom 1 fails.

1. [tex](f|f) = \int_0^2(1-x^2)f^2(x)dx[/tex] is not guaranteed to be greater than or equal to zero on the interval [tex][0,2][/tex] because at 2 the integral is negative due to the [tex](1-x^2)[/tex] bit.


Question 3.

[tex](f|g) = \int_1^2(1+x^2)f(x)g(x)dx[/tex]

should also be an inner product space. My reasoning is because this one is identical to the one in Question 1. with only the interval of integration changing. The only axiom which deals with the range of integration is axiom 1 which states that
[tex](f|f) \geq 0 \,\forall \, x\in[a,b][/tex]
by inspection, so long as a or b remain positive, then [tex](f|g) \geq 0[/tex] and thus remain an inner product space.
 
Oxymoron said:
I don't exactly know what do do with the [tex](1+x^2)[/tex] bit in there.
Can anyone tell me where this comes into the calculations?

Maybe the experts here will say I am not justified in using this terminology, but I would consider the [tex](1+x^2)[/tex] factor to be playing the role of a metric in the space. The more common metric would simply be 1.

I agree with the points you make in your second post.
 

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